Production investigations
Connected agents using Tokonoma recall all relevant prior investigations to mitigate and remediate correctly.
I don't think restarting will help, it'll seem fixed but break again in ~40 minutes. Last time write timeouts occurred in a different cluster, Kevin investigated and determined the cause wasn't slow queries. His actual fix was increasing the connection pool from 50 to 100 in that cluster.
I can apply the same change this time with your permission. Would you like me to?
Connect an agent to the alert and collaboration tools you already use. Tokonoma helps it recall prior investigations, gather evidence, and hand back a grounded result in the incident thread.
Accelerate war rooms
Your agents know what your teammates investigated with their agents, so you don't waste time rediscovering or duplicating efforts during an outage and there's no communication overhead for handoffs.
Kevin already ruled out services not responding and is looking into the network.
Ongoing status
Tokonoma makes it simple for any agent to know what's happening so an incident is easier to manage.
Incident lifecycle
Tokonoma packages focused production workflows as agent skills, backed by your telemetry and the investigation knowledge your team has already built.
Before an incident
Run a read-only service or scope snapshot that compares current traffic, errors, and latency with a baseline and points responders toward what is changing.
During an incident
Recall matching investigations and procedures before searching logs, traces, Kubernetes objects, and events. Save the evidence-backed result when the incident is resolved.
After an incident
Carry forward issues uncovered along the way, even when they were not the root cause. Keep each action tied to the investigation evidence so it does not disappear when the incident closes.
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